How do I spot a student loan forgiveness scam charging upfront fees versus a legitimate Department of Education program?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do I spot a student loan forgiveness scam charging upfront fees versus a legitimate Department of Education program?
3 real searches · 1 real-search pass
site:studentaid.gov avoid student loan scams upfront fees official federal student aidGoogle ↗
OBSERVED
site:consumer.ftc.gov student loan debt relief scams upfront fees Department of EducationGoogle ↗
OBSERVED
site:studentaid.gov loan forgiveness programs Public Service Loan Forgiveness income driven repayment officialGoogle ↗
OBSERVED
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
Classifying 3 queries…
Searches and sources
ChatGPT3 real searches · gpt-6
site:studentaid.gov avoid student loan scams upfront fees official federal student aid Google ↗
site:consumer.ftc.gov student loan debt relief scams upfront fees Department of Education Google ↗
site:studentaid.gov loan forgiveness programs Public Service Loan Forgiveness income driven repayment official Google ↗
- How To Avoid Student Loan Forgiveness Scams · studentaid.gov
- Student Loan Forgiveness (and Other Ways the Government Can Help You Repay Your Loans) · studentaid.gov
- Visit StudentAid.gov · studentaid.gov
- Department of Education's loan servicer directory · studentaid.gov
- Federal loan forgiveness and cancellation information · studentaid.gov
- How to get legit information about your federal student loans · consumer.ftc.gov
- ReportFraud.ftc.gov · reportfraud.ftc.gov
- Consumer Financial Protection Bureau · consumerfinance.gov
- Student loan scammers won’t offer relief · consumer.ftc.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
site:studentaid.gov avoid student loan scams upfront fees official federal student aid OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
site:consumer.ftc.gov student loan debt relief scams upfront fees Department of Education OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
site:studentaid.gov loan forgiveness programs Public Service Loan Forgiveness income driven repayment official OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |